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Low Earth Orbit Spacecraft Slotting: Towards an Implementable Proposal
Published 2024“…The growth in the number of proposed low Earth orbit (LEO) satellites is driven primarily by large commercial communications constellations. …”
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Low Earth Orbit Slotting for Space Traffic Management Using Flower Constellation Theory
Published 2021“…This paper proposes the use of Flower Constellation (FC) theory to facilitate the design of a Low Earth Orbit (LEO) slotting system to avoid collisions between compliant satellites and optimize the available space. …”
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Definition of Low Earth Orbit Slotting Architectures Using 2D Lattice Flower Constellations
Published 2021“…© 2020 COSPAR This work proposes the use of 2D Lattice Flower Constellations (2D-LFCs) to facilitate the design of a Low Earth Orbit (LEO) slotting system to avoid collisions between compliant satellites and to optimize the available orbital volume. …”
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Real‐Time Thermospheric Density Estimation via Two‐Line Element Data Assimilation
Published 2021“…Inaccurate estimates of the thermospheric density are a major source of error in low Earth orbit prediction. In this work, we develop a reduced-order dynamic model for the thermospheric density by computing the main spatial modes of the atmosphere and deriving a linear model for the dynamics. …”
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Space Objects Maneuvering Prediction via Maximum Causal Entropy Inverse Reinforcement Learning
Published 2021“…Lastly, this paper develops results for scenarios involving Low Earth Orbit (LEO) station-keeping and Geostationary Orbit (GEO) station-keeping.…”
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Evolutionary Debris Modeling of LEO and Cis-Lunar Space
Published 2023“…With the advent of large satellite constellations in Low Earth Orbit (LEO) and planned return missions to the Moon, the risk created by fragmentation events in both LEO and cis-lunar space motivates an analysis of space debris evolution in these regions. …”
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Space-Based Sensor Tasking Using Deep Reinforcement Learning
Published 2022“…In this paper, we developed a deep reinforcement learning agent to task a space-based narrow-FOV sensor in low Earth orbit (LEO) using the proximal policy optimization algorithm. …”
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Reduced-Order Atmospheric Density Modeling for LEO Satellite Orbital Reentry Prediction
Published 2023“…Atmospheric density modeling and uncertainty quantification for fast and accurate orbit propagation are vital to drag force estimation for satellite reentry prediction and conjunction assessment in today's increasingly cluttered Low Earth Orbit (LEO) environment. Current density models can be computationally expensive, and often contain large errors, which make density modeling a leading cause of uncertainty in drag estimation. …”
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Atmospheric Density Uncertainty Quantification for Satellite Conjunction Assessment
Published 2021“…Errors in the atmospheric density are a major source of error in the prediction of low Earth orbits. Therefore, accurate estimation of the density and quantification of the uncertainty in the density is required. …”
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